Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-06-22 0.122593 0.132906 0.143985 0.156824 0.171358 0.187376 0.206469
2025-06-29 0.101403 0.115108 0.130852 0.150481 0.174586 0.203616 0.241838
2025-07-06 0.088891 0.104193 0.122629 0.146884 0.178591 0.219590 0.278313
2025-07-13 0.082910 0.099834 0.121068 0.150355 0.190871 0.246890 0.334077
2025-07-20 0.078776 0.097052 0.120798 0.154942 0.204676 0.277920 0.401668
2025-07-27 0.075279 0.094585 0.120440 0.159019 0.217912 0.309969 0.478615
2025-08-03 0.072132 0.092197 0.119794 0.162361 0.230213 0.342436 0.565225
2025-08-10 0.068208 0.088356 0.116653 0.161478 0.235496 0.363873 0.637325
2025-08-17 0.063318 0.082776 0.110503 0.155246 0.231004 0.367007 0.672411
2025-08-24 0.059879 0.079040 0.106765 0.152402 0.231807 0.379900 0.733124
2025-08-31 0.057421 0.076560 0.104700 0.152005 0.236751 0.401559 0.822519
2025-09-07 0.055368 0.074538 0.103163 0.152280 0.242861 0.426657 0.931268
2025-09-14 0.051885 0.070239 0.097890 0.145909 0.235992 0.423508 0.961937
2025-09-21 0.049061 0.066813 0.093818 0.141327 0.232143 0.426632 1.014406
2025-09-28 0.046798 0.064133 0.090776 0.138305 0.231017 0.435849 1.091701
2025-10-05 0.045994 0.063657 0.091245 0.141556 0.242958 0.478789 1.312769
2025-10-12 0.045422 0.063502 0.092210 0.145780 0.257544 0.532396 1.622202
2025-10-19 0.044784 0.063199 0.092894 0.149520 0.271656 0.589124 2.009724
2025-10-26 0.044059 0.062711 0.093219 0.152582 0.284723 0.647260 2.487434
2025-11-02 0.042739 0.061188 0.091655 0.151773 0.288572 0.678686 2.857781
2025-11-09 0.040717 0.058429 0.087794 0.146064 0.279851 0.667523 2.923713
2025-11-16 0.039299 0.056621 0.085531 0.143456 0.278540 0.681107 3.204755
2025-11-23 0.038309 0.055484 0.084402 0.143092 0.282833 0.715458 3.730656